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Mennatallah El-Assady
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explAIner: A visual analytics framework for interactive and explainable machine learning
T Spinner, U Schlegel, H Schäfer, M El-Assady
IEEE Transactions on Visualization and Computer Graphics 26 (1), 1064-1074, 2019
3302019
Towards a rigorous evaluation of xai methods on time series
U Schlegel, H Arnout, M El-Assady, D Oelke, DA Keim
IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), 4197-4201, 2019
1702019
Quality Metrics for Information Visualization
M Behrisch, M Blumenschein, NW Kim, L Shao, M El‐Assady, J Fuchs, ...
Computer Graphics Forum 37 (3), 625-662, 2018
1622018
Bridging text visualization and mining: A task-driven survey
S Liu, X Wang, C Collins, W Dou, F Ouyang, M El-Assady, L Jiang, ...
IEEE Transactions on Visualization and Computer Graphics 25 (7), 2482-2504, 2018
1232018
Progressive learning of topic modeling parameters: A visual analytics framework
M El-Assady, R Sevastjanova, F Sperrle, D Keim, C Collins
IEEE Transactions on Visualization and Computer Graphics 24 (1), 382-391, 2017
1032017
ConToVi: Multi‐party conversation exploration using topic‐space views
M El‐Assady, V Gold, C Acevedo, C Collins, D Keim
Computer Graphics Forum 35 (3), 431-440, 2016
952016
A survey of human‐centered evaluations in human‐centered machine learning
F Sperrle, M El‐Assady, G Guo, R Borgo, DH Chau, A Endert, D Keim
Computer Graphics Forum 40 (3), 543-568, 2021
682021
Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution
M El-Assady, F Sperrle, O Deussen, D Keim, C Collins
IEEE Transactions on Visualization and Computer Graphics 25 (1), 374--384, 2019
682019
NEREx: Named‐entity relationship exploration in multi‐party conversations
M El‐Assady, R Sevastjanova, B Gipp, D Keim, C Collins
Computer Graphics Forum 36 (3), 213-225, 2017
662017
Visualization and the digital humanities
AJ Bradley, M El-Assady, K Coles, E Alexander, M Chen, C Collins, ...
IEEE Computer Graphics and Applications 38 (6), 26-38, 2018
642018
Semantic concept spaces: Guided topic model refinement using word-embedding projections
M El-Assady, R Kehlbeck, C Collins, D Keim, O Deussen
IEEE Transactions on Visualization and Computer Graphics 26 (1), 1001-1011, 2019
502019
Towards XAI: Structuring the Processes of Explanations
M El-Assady, W Jentner, R Kehlbeck, U Schlegel, R Sevastjanova, ...
ACM CHI Workshop on Human--Centered Machine Learning Perspectives, 2019
462019
Visguides: A forum for discussing visualization guidelines.
A Diehl, A Abdul-Rahman, M El-Assady, B Bach, DA Keim, M Chen
EuroVis (Short Papers) 6 (7), 2018
462018
Visual linguistic analysis of political discussions: Measuring deliberative quality
V Gold, M El-Assady, A Hautli-Janisz, T Bögel, C Rohrdantz, M Butt, ...
Digital Scholarship in the Humanities 32 (1), 141-158, 2017
44*2017
Going beyond Visualization: Verbalization as Complementary Medium to Explain Machine Learning Models
R Sevastjanova, F Beck, B Ell, C Turkay, R Henkin, M Butt, D Keim, ...
IEEE VIS Workshop on Visualization for AI Explainability, 2018
422018
Doom or Deliciousness: Challenges and Opportunities for Visualization in the Age of Generative Models
S Di Bartolomeo, V Schetinger, JL Adams, AM McNutt, M El-Assady, ...
Computer Graphics Forum, 2023
40*2023
Exploratory Text Analysis using Lexical Episode Plots
V Gold, C Rohrdantz, M El-Assady
EuroVis (Short Papers), 2015
382015
The role of interactive visualization in fostering trust in AI
E Beauxis-Aussalet, M Behrisch, R Borgo, DH Chau, C Collins, D Ebert, ...
IEEE Computer Graphics and Applications 41 (6), 7-12, 2021
342021
ThreadReconstructor: Modeling reply‐chains to untangle conversational text through visual analytics
M El‐Assady, R Sevastjanova, D Keim, C Collins
Computer Graphics Forum 37 (3), 351-365, 2018
342018
Automatic generation of socratic subquestions for teaching math word problems
K Shridhar, J Macina, M El-Assady, T Sinha, M Kapur, M Sachan
arXiv preprint arXiv:2211.12835, 2022
312022
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